[haensi]

There’s another thread from October 2022 on that topic.

https://news.ycombinator.com/item?id=33047634

What makes DVC especially useful for MLOps? Aren’t MLFlow or W&B solving that in a way that’s open source (the former) or just increases the speed and scale massively ( the latter)?

Disclaimer: I work at W&B.

[riedel]

DVC is much more basic (feels more unix style), integrates really well with any simple CI/CD scripting with git versioning without the need to set up any additional servers.

And it is not either or. People actually combine MLFlow and SVC [0]

[0] https://data-ai.theodo.com/blog-technique/dvc-pipeline-runs-...